Interface TensorFromImageOptions

Describes Tensor and Image configuration to an image data.

Hierarchy

  • TensorFromImageOptions

Properties

bitmapFormat? dataType? height? norm? resizedHeight? resizedWidth? tensorFormat? tensorLayout? width?

Properties

Optional bitmapFormat

bitmapFormat?: ImageFormat

Describes image data format - will be used only in the case of ImageBitMap

Optional dataType

dataType?: "float32" | "uint8"

Tensor data type - default is 'float32'

Optional height

height?: number

Describes Image Height - Required only in the case of ImageBitMap

Optional norm

norm?: {
    bias?: number;
    mean?: number;
}

Describes normalization parameters to tensor conversion from image data - default values - Bias: 0, Mean: 255

Type declaration

  • Optional bias?: number
  • Optional mean?: number

Optional resizedHeight

resizedHeight?: number

Describes resized height - can be accessed via tensor dimensions as well

Optional resizedWidth

resizedWidth?: number

Describes resized width - can be accessed via tensor dimensions as well

Optional tensorFormat

tensorFormat?: ImageFormat

Describes Tensor channels order - can differ from original image

Optional tensorLayout

tensorLayout?: "NHWC" | "NCHW"

Tensor channel layout - default is 'NHWC'

Optional width

width?: number

Describes Image Width - Required only in the case of ImageBitMap

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